gokuls's picture
End of training
1f3f6a7
raw
history blame contribute delete
No virus
5.91 kB
{
"best_metric": 0.6231209635734558,
"best_model_checkpoint": "mobilebert_add_GLUE_Experiment_mrpc_128/checkpoint-203",
"epoch": 12.0,
"global_step": 348,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 4.9e-05,
"loss": 0.6471,
"step": 29
},
{
"epoch": 1.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6238649487495422,
"eval_runtime": 0.8931,
"eval_samples_per_second": 456.836,
"eval_steps_per_second": 4.479,
"step": 29
},
{
"epoch": 2.0,
"learning_rate": 4.8e-05,
"loss": 0.6304,
"step": 58
},
{
"epoch": 2.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6241526007652283,
"eval_runtime": 0.7361,
"eval_samples_per_second": 554.307,
"eval_steps_per_second": 5.434,
"step": 58
},
{
"epoch": 3.0,
"learning_rate": 4.7e-05,
"loss": 0.6314,
"step": 87
},
{
"epoch": 3.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6248883008956909,
"eval_runtime": 0.7328,
"eval_samples_per_second": 556.792,
"eval_steps_per_second": 5.459,
"step": 87
},
{
"epoch": 4.0,
"learning_rate": 4.600000000000001e-05,
"loss": 0.6307,
"step": 116
},
{
"epoch": 4.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6250340342521667,
"eval_runtime": 0.7264,
"eval_samples_per_second": 561.693,
"eval_steps_per_second": 5.507,
"step": 116
},
{
"epoch": 5.0,
"learning_rate": 4.5e-05,
"loss": 0.6298,
"step": 145
},
{
"epoch": 5.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6232542395591736,
"eval_runtime": 0.7106,
"eval_samples_per_second": 574.171,
"eval_steps_per_second": 5.629,
"step": 145
},
{
"epoch": 6.0,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.6283,
"step": 174
},
{
"epoch": 6.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6232870221138,
"eval_runtime": 0.7277,
"eval_samples_per_second": 560.678,
"eval_steps_per_second": 5.497,
"step": 174
},
{
"epoch": 7.0,
"learning_rate": 4.3e-05,
"loss": 0.6283,
"step": 203
},
{
"epoch": 7.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6231209635734558,
"eval_runtime": 0.734,
"eval_samples_per_second": 555.856,
"eval_steps_per_second": 5.45,
"step": 203
},
{
"epoch": 8.0,
"learning_rate": 4.2e-05,
"loss": 0.6224,
"step": 232
},
{
"epoch": 8.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6265362501144409,
"eval_runtime": 0.7212,
"eval_samples_per_second": 565.718,
"eval_steps_per_second": 5.546,
"step": 232
},
{
"epoch": 9.0,
"learning_rate": 4.1e-05,
"loss": 0.6042,
"step": 261
},
{
"epoch": 9.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6355301141738892,
"eval_runtime": 0.7284,
"eval_samples_per_second": 560.148,
"eval_steps_per_second": 5.492,
"step": 261
},
{
"epoch": 10.0,
"learning_rate": 4e-05,
"loss": 0.5862,
"step": 290
},
{
"epoch": 10.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6303420662879944,
"eval_runtime": 0.7331,
"eval_samples_per_second": 556.564,
"eval_steps_per_second": 5.457,
"step": 290
},
{
"epoch": 11.0,
"learning_rate": 3.9000000000000006e-05,
"loss": 0.5717,
"step": 319
},
{
"epoch": 11.0,
"eval_accuracy": 0.6323529411764706,
"eval_combined_score": 0.6924140943506116,
"eval_f1": 0.7524752475247526,
"eval_loss": 0.6515097618103027,
"eval_runtime": 0.7306,
"eval_samples_per_second": 558.416,
"eval_steps_per_second": 5.475,
"step": 319
},
{
"epoch": 12.0,
"learning_rate": 3.8e-05,
"loss": 0.5641,
"step": 348
},
{
"epoch": 12.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6412438750267029,
"eval_runtime": 0.7454,
"eval_samples_per_second": 547.372,
"eval_steps_per_second": 5.366,
"step": 348
},
{
"epoch": 12.0,
"step": 348,
"total_flos": 1050778043154432.0,
"train_loss": 0.61455181275291,
"train_runtime": 328.2232,
"train_samples_per_second": 558.766,
"train_steps_per_second": 4.418
}
],
"max_steps": 1450,
"num_train_epochs": 50,
"total_flos": 1050778043154432.0,
"trial_name": null,
"trial_params": null
}